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Sathwik Pattem
Mid-Level Full-Stack Software Engineer specializing in cloud-native microservices and data pipelines
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About
Engineer with Deloitte experience building real-time analytics products and scalable Kafka/Go/Postgres pipelines, plus production LLM features using RAG and embeddings. Demonstrates strong focus on performance, reliability, and guardrails/evaluation loops to reduce hallucinations and improve real-world AI system quality.
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Key Strengths
- Owned end-to-end delivery of a real-time analytics dashboard (backend + frontend) from design through launch and iteration
- Performance optimization: reduced API latency via PostgreSQL query tuning, indexing, and Redis caching
- Scalable event-driven data pipeline design using Kafka + Go workers with batching and horizontal scaling
- Reliability engineering for ingestion pipelines (idempotency, retries, monitoring/logging)
- Production LLM feature development with RAG/embeddings and practical guardrails (confidence thresholds, retrieval filters, fallbacks)
- Built evaluation loops for LLM systems (real-query test sets, human review, regression testing) and used results to reduce hallucinations
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